The significant exception is the frequent use in venture capital finance of convertible instruments in the place of secured debt financing by banks.
That makes it safer than unsecured debt.
The final problem to bear in mind is that by consolidating you will probably be shifting unsecured debt into a secured loan using your home as collateral.
Covenants are also used to ensure that High Yield issues do not issue excessive secured debt.